Theory of factorial design : single- and multi-stratum experiments / Ching-Shui Cheng.
Material type:
TextSeries: Monographs on statistics and applied probability ; 131Publication details: Boca Raton : CRC Press, c2014.Description: xvi, 393 p. : illustrations ; 25 cmISBN: - 9781466505575 (cloth : alk. paper)
- 23 C518 000SA.24
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SA.24 C518 (Browse shelf(Opens below)) | Available | 135684 |
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| 000SA.21=5 H615 Mathematische theorie statistischer experimente | 000SA.22 C496 Randomized response | 000SA.22=917 R759 Oraspredelenu symmynormalno raspredelennykh velichin | 000SA.24 C518 Theory of factorial design : | 000SA.24 D528 Fractional factorial plans | 000SA.24 G977 A calculus for factorial arrangements | 000SA.26 B513 Optimal paired comparison designs for factorial experiments/ |
"A Chapman and Hall book."
Includes bibliographical references and index.
1. Introduction --
2. Linear model basics --
3. Randomization and blocking --
4. Factors --
5. Analysis of some simple orthogonal designs --
6. Factorial treatment structure and complete factorial designs --
7. Blocked, split-plot, and strip-plot complete factorial designs --
8. Fractional factorial designs and orthogonal arrays --
9. Regular fractional factorial designs --
10. Minimum aberration and related criteria --
11. Structures and construction of two-level resolution IV designs --
12. Orthogonal block structures and strata --
13. Complete factorial designs with orthogonal block structures --
14. Multi-stratum fractional factorial designs --
15. Nonregular designs--
References--
Index.
Theory of Factorial Design: Single- and Multi-Stratum Experiments provides a rigorous, systematic, and up-to-date treatment of the theoretical aspects of factorial design. To prepare readers for a general theory, the author first presents a unified treatment of several simple designs, including completely randomized designs, block designs, and row-column designs. As such, the book is accessible to readers with minimal exposure to experimental design. With exercises and numerous examples, it is suitable as a reference for researchers and as a textbook for advanced graduate students.
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